DocumentCode
2360270
Title
An epidemic approach to dependable key-value substrates
Author
Matos, Miguel ; Vilaça, Ricardo ; Pereira, José ; Oliveira, Rui
Author_Institution
Univ. do Minho, Braga, Portugal
fYear
2011
fDate
27-30 June 2011
Firstpage
105
Lastpage
110
Abstract
The sheer volumes of data handled by today´s Internet services demand uncompromising scalability from the persistence substrates. Such demands have been successfully addressed by highly decentralized key-value stores invariably governed by a distributed hash table. The availability of these structured overlays rests on the assumption of a moderately stable environment. However, as scale grows with unprecedented numbers of nodes the occurrence of faults and churn becomes the norm rather than the exception, precluding the adoption of rigid control over the network´s organization. In this position paper we outline the major ideas of a novel architecture designed to handle today´s very large scale demand and its inherent dynamism. The approach rests on the well-known reliability and scalability properties of epidemic protocols to minimize the impact of churn. We identify several challenges that such an approach implies and speculate on possible solutions to ensure data availability and adequate access performance.
Keywords
cloud computing; cryptography; data handling; software architecture; Internet services demand; churn impact; cloud computing; data handling; decentralized key-value stores; dependable key-value substrates; distributed hash table; epidemic protocols; Availability; Computer architecture; Estimation; Organizations; Protocols; Redundancy; Scalability; Data store; Epidemics; Gossip-based dissemination; Tuple store;
fLanguage
English
Publisher
ieee
Conference_Titel
Dependable Systems and Networks Workshops (DSN-W), 2011 IEEE/IFIP 41st International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4577-0374-4
Electronic_ISBN
978-1-4577-0373-7
Type
conf
DOI
10.1109/DSNW.2011.5958794
Filename
5958794
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